NCT03121651

Brief Summary

This is a pilot study to develop a reinforcement learning (RL)-adaptive visual and interactive support application (hereafter RL-adaptive support) to help young adults with spina bifida or cerebral palsy become more independent with medication management. Individuals with disabilities who are empowered to manage several aspects of their lives can ultimately be better integrated into and contribute more to society.

Trial Health

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
6

participants targeted

Target at below P25 for not_applicable

Timeline
Completed

Started Nov 2016

Typical duration for not_applicable

Geographic Reach
1 country

1 active site

Status
completed

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

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Study Timeline

Key milestones and dates

Study Start

First participant enrolled

November 11, 2016

Completed
5 months until next milestone

First Submitted

Initial submission to the registry

April 7, 2017

Completed
13 days until next milestone

First Posted

Study publicly available on registry

April 20, 2017

Completed
1.6 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

December 1, 2018

Completed
Same day until next milestone

Study Completion

Last participant's last visit for all outcomes

December 1, 2018

Completed
Last Updated

April 2, 2019

Status Verified

March 1, 2019

Enrollment Period

2.1 years

First QC Date

April 7, 2017

Last Update Submit

March 29, 2019

Conditions

Keywords

Mobile technologyReinforcement-learningMedication management

Outcome Measures

Primary Outcomes (1)

  • Prefer to continue to use RL-adaptive support after study is over

    Qualitative feedback

    at least 18 weeks after beginning study

Secondary Outcomes (3)

  • Usefulness of the aspects of the RL-adaptive support

    End of each phase, which lasts approximately 6 weeks

  • Most and least helpful aspects of RL-adaptive support application

    End of each phase, which lasts approximately 6 weeks

  • Ease of use of RL-adaptive support application

    End of each phase, which lasts approximately 6 weeks

Study Arms (1)

RL-adaptive application

EXPERIMENTAL

Dyad is comprised of individual with disability (spina bifida or cerebral palsy) and the respective parent/legal guardian (also referred to as caregivers). Young adult will use the RL-adaptive support application that the investigators are developing to help manage medications.

Device: RL-adaptive application

Interventions

Up to 6 dyads of individuals with disabilities and their caregivers will be recruited to collaborate in defining the features and content of the RL-adaptive support. The steps in developing the RL-adaptive support include having the dyads use for approximately 6 weeks each: 1. young adult uses an electronic medication pillbox that sends its pillbox openings within one hour of opening to the research team, 2. young adult uses the electronic medication pillbox + both use a commercially available medication reminder app + caregiver uses a pillbox opening notification app, and 3. young adult uses the electronic medication pillbox + the RL-adaptive support including push notifications in the form of text messages + caregiver uses the pillbox opening notification app. The goal is to reduce the number of caregiver prompts necessary for the medication pillbox to be opened.

RL-adaptive application

Eligibility Criteria

Age18 Years - 99 Years
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • For young adult:
  • Diagnosed with cerebral palsy or spina bifida and previously enrolled in HUM00081812
  • Age 18-26 years-old
  • Having mild-moderate cognition based on consultation with the investigators and the results of the following tests: iBRIEF Metacognition index T-Score, CVLT List A Free Recall T Score, ReyO Organization T-Score, PPVT Scaled Score, Tower Scaled Score, TRAQ question 4: Do participants take medications correctly and on their own?
  • Having adequate physical dexterity (to be able to open a pill box and use an iPad/tablet)
  • Taking two or more routine oral medicines in pill formulation
  • Being able to take capsules or tablets
  • Still living at home with their parent/legal guardian
  • Have Wi-Fi/Internet access at home
  • For parent/caregiver:
  • Being the parent/legal guardian of a person with aforementioned disability
  • Owning a cell phone
  • Have Wi-Fi/Internet access at home

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

University of Michigan

Ann Arbor, Michigan, 48109, United States

Location

MeSH Terms

Conditions

Spinal DysraphismCerebral Palsy

Condition Hierarchy (Ancestors)

Neural Tube DefectsNervous System MalformationsNervous System DiseasesCongenital AbnormalitiesCongenital, Hereditary, and Neonatal Diseases and AbnormalitiesBrain Damage, ChronicBrain DiseasesCentral Nervous System Diseases

Study Officials

  • Karen B Farris, PhD

    Professor and Chair, Department of Clinical Pharmacy, University of Michigan College of Pharmacy

    PRINCIPAL INVESTIGATOR

Study Design

Study Type
interventional
Phase
not applicable
Allocation
NA
Masking
NONE
Purpose
DEVICE FEASIBILITY
Intervention Model
SINGLE GROUP
Model Details: Unblinded pilot study with 1 intervention arm
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Charles R. Walgreen III Professor of Pharmacy Administration

Study Record Dates

First Submitted

April 7, 2017

First Posted

April 20, 2017

Study Start

November 11, 2016

Primary Completion

December 1, 2018

Study Completion

December 1, 2018

Last Updated

April 2, 2019

Record last verified: 2019-03

Data Sharing

IPD Sharing
Will not share

No plan to share IPD

Locations